another one! all of these are discovered with open models btw.
the blog will be published after all the findings are properly disclosed so we can talk about them in detail. there's a specific pattern to the kind of vulns these open models find, it's interesting!
https://t.co/Kz3PaFU5qW
one of them has been disclosed with a CVE. more to come.
besides, what’s google cooking? mythos? their own gemini variant? interesting times.
https://t.co/zBjQDGig2O
We discovered the same vulnerability too. :)
And @winfunction discovered 4 more remote RCE primitives in NGINX soon to be publicly disclosed.
Anywho, we're hiring security researchers with a knack on taming LLMs.
If you're interested in novel vulnerability research and autonomous exploitation with language models, DM me and I'll send you a fun CTF to solve. :)
We got into Y Combinator (P26)
After scaling SimpleClaw to $40k MRR in <3 weeks, we learnt what our users were trying to accomplish - build companies with agents.
SimpleClaw is shutting down;
I’m now 19, and made the hard decision to skip college to build Result, my biggest bet so far.
Company announcement tomorrow.
ok, back to work.
We shipped something insane 🤯
Your AI agent can now control multiple machines at once: take screenshot, move the
mouse, type on the keyboard by letting one machine control all the others.
Pair any two computers on your LAN and just… tell your agent what to do on the
other machine.
Opendesk is open source and can be integrated as an MCP to the tool of your choice (Claude, Cursor, Codex, or your custom harness!)
Repo in comments!
Love the Claudia reference as the first thing here.
We loved working on Claudia but couldn't balance working on security research projects and Claudia at once.
Fun fact, we invented "SKILLS" before it was even a thing. There was a feature in Claudia called "AGENTS" where users could share and install system prompts for specific tasks via their GitHub repos, just like the skill marketplaces concept in Claude now.
See here: https://t.co/86a0PTryFZ
And Anthropic did talk to us after the launch of Claudia but unfortunately I can't reveal more about it but damn was it some tough decision.
a16z @speedrun request for startups: GUIs for Agents
we’re still in the MS-DOS era of agents today - CLI, terminal sessions, file directories deleted by openclaw etc. while a small slice of silicon valley are power users, we're SO early for the rest of the world
at Speedrun, we’re looking for bold founders excited to bring the power of agents to normies everywhere. there's a whole slew of products to be built here - from agent builders to marketplaces to managed infrastructure
one broad idea we’re excited about are visual abstraction layers for agents. if you don't know exactly what you want, a command line / chat interface is paralyzing - you need to see options
1 example - think of a GUI or visual command center inspired by strategy games (ex. Factorio) where agents and workflows are represented graphically. skills, tools, MCP connections, background processes, etc could all be configured and shown visually in a workspace
on UX, strategy games have long perfected agent management. zoom to get a birds-eye view of your agents, batch and queue orders via shortcuts, assign agents in multiplayer etc. a well-designed agent command center would make multi-agent orchestration for normies feel easy & intuitive
most folks today still haven't moved beyond ChatGPT. the potential is enormous - just as Windows unlocked mass-market use of personal computers, the right visual abstraction layer could unlock agentic work for everyone - from individuals to enterprise teams
if you share our vision, we'd love to chat!